Experience Level
Language
English
Fluent
Chinese
Fluent
Work Experience
Education
Bachelor of Accounting at Monash University
January 1, 2015 - January 1, 2019 at Changsha University of Science and Technology
January 11, 2030 - October 17, 2025Master of Artificial Intelligence at Monash University
January 1, 2024 - January 1, 2025Bachelor of Accounting at Changsha University of Science and Technology
January 1, 2015 - January 1, 2019Qualifications
Industry Experience
Software & Internet, Media & Entertainment, Education, Professional Services, Other, Computers & Electronics
Developed a Retrieval-Augmented Generation (RAG) pipeline integrating a Large Language Model (LLM) with a vector database (e.g., FAISS) to provide accurate, context-aware answers for domain-specific queries. Designed and optimized Prompt Engineering strategies to improve LLM output quality and reduce hallucination rates by 20%. Built API endpoints using FastAPI for seamless integration into business workflows, enabling real-time query handling. Implemented automated evaluation scripts to benchmark retrieval accuracy and generation quality across multiple datasets
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